BCA in Artificial Learning & Machine Learning (AL-ML) at IEM Kolkata - Course, Fees, Admission, Seats, Syllabus

Kolkata ( West Bengal )

Estd In: 1989

Last Updated on February 06, 2024 9:31 PM

The Institute of Engineering and Management (IEM) is a respected educational institution that offers a wide range of specializations for students pursuing a Bachelor of Computer Applications (BCA) degree. IEM is dedicated to providing quality education and hands on experience to nurture the generation of IT professionals. At IEM students have the opportunity to choose from BCA specializations allowing them to tailor their education based on their interests and career aspirations. Currently IEM offers four BCA specializations; Software Development, Web Designing, Data Analytics and Cyber Security. These specializations aim to equip students with the skills and knowledge to excel in their chosen field. By offering specializations IEM aims to provide students with a comprehensive education that prepares them for the ever changing IT industry. With a focus on practical training and industry collaborations students at IEM can expect hands on experience and the development of skills required for success, in their chosen specialization.

Introduction
Specializations Important Topics
FAQs

IEM Kolkata BCA in Artificial Learning & Machine Learning (AL-ML) Important Topics 2024

Module	Important Topics
Introduction to Machine Learning	History of AI, Types of Machine Learning, Supervised vs Unsupervised Learning
Python for Machine Learning	Python Basics, NumPy, Pandas, Matplotlib, Scikit-learn
Data Preprocessing	Data Cleaning, Data Transformation, Feature Scaling, Handling Missing Data
Supervised Learning	Linear Regression, Logistic Regression, Decision Trees, Support Vector Machines
Unsupervised Learning	K-means Clustering, Hierarchical Clustering, PCA (Principal Component Analysis)
Neural Networks and Deep Learning	Introduction to Neural Networks, Deep Learning Frameworks, CNNs (Convolutional Neural Networks), RNNs (Recurrent Neural Networks)
Natural Language Processing (NLP)	Text Preprocessing, Word Embeddings, Sentiment Analysis, Language Models
Reinforcement Learning	Markov Decision Processes, Q-Learning, Policy Gradient Methods
Special Topics in AI	GANs (Generative Adversarial Networks), Transfer Learning, AI Ethics and Bias

IEM Kolkata BCA Course FAQs

What is the duration of the BCA in Artificial Learning & Machine Learning (AL-ML) program at the Institute of Engineering and Management?

The BCA in AL-ML program at the Institute of Engineering and Management is a 3-year undergraduate course.

What are the eligibility criteria for enrolling in the BCA AL-ML program at the Institute of Engineering and Management?

Candidates must have completed their 10+2 level of education with Mathematics or Computer Science as one of the subjects from a recognized board.

Does the Institute of Engineering and Management provide placement assistance for BCA AL-ML graduates?

Yes, the Institute of Engineering and Management has a dedicated placement cell that provides placement assistance and internship opportunities to BCA AL-ML students.

What are the key areas of study in the BCA AL-ML program at the Institute of Engineering and Management?

The BCA AL-ML program covers areas such as Data Structures, Algorithms, Machine Learning, Deep Learning, Artificial Intelligence, Python Programming, and several projects and electives related to the field.

How can I apply for the BCA in AL-ML program at the Institute of Engineering and Management?

Interested candidates can apply through the official website of the Institute of Engineering and Management by filling out the application form and submitting the required documents and application fee.

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BCA in Artificial Learning & Machine Learning (AL-ML) at IEM Kolkata - Course, Fees, Admission, Seats, Syllabus

Table of Contents

IEM Kolkata BCA in Artificial Learning & Machine Learning (AL-ML) Important Topics 2024

IEM Kolkata BCA Course FAQs

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